Methods and Tools for Secure Sensor Data Transmission and Data Mining in Energy SCADA System

Autor: Valery Kamaev, Irina Nefedova, Anton Finogeev, Thai Quang Vinh, Egor Finogeev, Alexey Finogeev, Ludmila Fionova
Rok vydání: 2015
Předmět:
Zdroj: Communications in Computer and Information Science ISBN: 9783319237657
DOI: 10.1007/978-3-319-23766-4_38
Popis: This paper discusses tools for secure sensor data collection, transmis- sion and data mining received from heat metering devices in urban heat supply SCADA system. The effectiveness of supervisory control and data acquisition systems (SCADA) for energy data mining depends on the applied protection technologies of transport environment components. The connection between the heating stations and the dispatch center is established to ensure secure data transmission using virtual private wireless sensor networks (WSN) and secure channels cellular network. The article considers the problems and objectives of key management for data encryption in wireless sensor networks (WSN) of SCADA systems. Three algorithms of hybrid key management using routing in- formation frames determined by routing methods and the WSN topology are presented. Data mining from the hypercube tools are developed on Java Enter- prise Edition platform using Spring and ORM Hibernate technologies. JBoss Application server is used as a server platform in the SCADA system.
Databáze: OpenAIRE